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Innovations

Separation of EEG and ECG components based on wavelet shrinkage and variable cosine window

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Pages 135-143 | Received 25 Oct 2011, Accepted 29 Nov 2011, Published online: 23 Jan 2012

References

  • Lin, C., Ko, L., Chung, I., Huang, T., Chen, Y., Jung, T., and Liang, S., 2006, Adaptive EEG-based alertness estimation system by using ICA-based fuzzy neural networks. IEEE Transactions on Circuits and Systems—I: Regular Papers, 53, 2469–2476.
  • Schmidt, E.A., Kincses, W.E., Schrauf, M., Haufe, S., Schubert, R., and Curio, G., 2007, Assessing drivers’ vigilance state during monotonous driving. Proceedings of the Fourth International Driving Symposium on Human Factors in Driver Assessment, Training and Vehicle Design.
  • Sasaki, H., 2003, The effect of low intensity exercise for EEG. Human Welfare Studies, 6, 161–169.
  • Dirlich, G., Vogl, L., Plaschke, M., and Strian, F., 1997, Cardiac field effects on the EEG. Electroencephalography and Clinical Neurophysiolosy, 102, 307–315.
  • Sakai, M., and Wei, D., 2007, Detection of electrocardiogram mixed in electroencephalogram by stationarization. International Journal of Bioelectromagnetism, 9, 61–62.
  • Zhou, W., and Gotman, J., 2004, Removal of EMG and ECG artifacts from EEG based on wavelet transform and ICA. IEMBS ‘04. 26th Annual International Conference of the IEEE (Engineering in Medicine and Biology Society), pp. 392–395.
  • Jiang, J., Chao, C., Chiu, M., Lee, R., Tseng, C., and Lin, R., 2007, An automatic analysis method for detecting and eliminating ECG artifacts in EEG. Computers in Biology and Medicine, 37, 1660–1671.
  • Nakamura, M., and Shibasaki, H., 1987, Elimination of EKG artifacts from EEG records: a new method of noncephalic referential EEG recording. Electroencephalography and Clinical Neurophysiology, 66, 89–92.
  • Sakai, M., and Wei, D., 2009, Separation of electrocardiographic and encephalographic components based on signal averaging and wavelet shrinkage techniques. Computers in Biology and Medicine, 39, 620–629.
  • Sakai, M., and Wei, D., 2008, Wavelet shrinkage applications of EEG-ECG-based human-computer interface. Proceedings of 2008 IEEE 8th International Conference on Computer and Information Technology, 538–543.
  • Poornachandraa, S., and Kumaravelb, N., 2005, Hyper-trim shrinkage for denoising of ECG signal. Digital Signal Processing, 15, 317–327.
  • Park, H., Jeong, D., and Park, K., 2002, Automated detection and elimination of periodic ECG artifacts in EEG using the energy interval histogram method. IEEE Transactions on Biomedical Engineering, 49, 1526–1533.
  • Donoho, D.L., 1994, De-noising by soft thresholding. IEEE Transactions on Information Theory, 41, 613–662.

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